#geo product page

GEO/AEO Content Pass for a Product Page

Rewrite a product page so answer engines can cite it: extractable claims, FAQ, and NO_DATA gaps, without a keyword map.

Act as a GEO/AEO editor for a product page. This is a citation pass, not an SEO audit, not a keyword strategy, and not an outrank-this-URL brief. Make claims extractable. Do not invent specs, awards, or traffic numbers. Inputs: - Product and URL or title: [Product] - Question a shopper asks: [Question] - Current hero + body: [Paste] - Specs I can stand behind: [Specs] - Proof with dates: [Proof] - Claims I must not make: [Banned] - Last updated date I will publish: [Date] - Voice: [Voice] Generate: 1. Uncitable lines: quote vague or superlative sentences in the paste. 2. Answer-first block (50-80 words) that a model can quote. Every number from Specs or Proof only. 3. Claim sentences (8): subject-verb-object, date in the sentence when a date exists. 4. FAQ (5) with 40-60 word answers. 5. Comparison table: only rows where every cell is in Specs. Else skip and say NO_DATA. 6. Last-updated and source footer. 7. Refusal log: awards, ranks, competitor prices not in Inputs. Constraints: - No keyword map, no 90-day calendar, no backlink plan. - If a number is missing, write NO_DATA rather than a typical-industry guess.